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中央研究院 資訊科學研究所

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近期研究成果

黃瀚萱

SmartSpatial: Enhancing 3D Spatial Awareness in Stable Diffusion with a Novel Evaluation Framework

The 34th International Joint Conference on Artificial Intelligence (IJCAI 2025) Special Track on AI, Arts & Creativity, August 2025

Mao-Xun Huang, Brian J Chan, Hen-Hsen Huang

王新民

HAAQI-Net: A Non-intrusive Neural Music Audio Quality Assessment Model for Hearing Aids

IEEE Transaction on Audio, Speech and Language Processing, February 2025

Dyah A. M. G. Wisnu, Stefano Rini, Ryandhimas E. Zezario, Hsin-Min Wang, and Yu Tsao

劉庭祿

EigenGS Representation: From Eigenspace to Gaussian Image Space

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2025

Lo-Wei Tai, Ching-En Li, Cheng-Lin Chen, Chih-Jung Tsai, Hwann-Tzong Chen and Tyng-Luh Liu

馬偉雲

Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification

The Thirteenth International Conference on Learning Representations (ICLR 2025 Spotlight), April 2025

Hsun-Yu Kuo, Yin-Hsiang Liao, Yu-Chieh Chao, Wei-Yun Ma, Pu-Jen Cheng

穆信成

Bottom-up computation using trees of sublists

Journal of Functional Programming, December 2024

Shin-Cheng Mu

洪鼎詠

GPU Memory Usage Optimization for Backward Propagation in Deep Network Training

Journal of Parallel and Distributed Computing (JPDC), May 2025

Ding-Yong Hong, Tzu-Hsien Tsai, Ning Wang, Pangfeng Liu, Jan-Jan Wu

呂俊賢

HistoFS: Non-IID Histopathologic Whole Slide Image Classification via Federated Style Transfer with RoI-Preserving

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2025

Farchan Hakim Raswa, Chun-Shien Lu, and Jia-Ching Wang

吳廸融

OptionZero: Planning with Learned Options

the Thirteenth International Conference on Learning Representations (ICLR), April 2025

Po-Wei Huang, Pei-Chiun Peng, Hung Guei, Ti-Rong Wu

吳廸融

Strength Estimation and Human-Like Strength Adjustment in Games

the Thirteenth International Conference on Learning Representations (ICLR), April 2025

Chun Jung Chen, Chung-Chin Shih, Ti-Rong Wu

洪鼎詠

Execution Time Optimization for Pipeline Deep Network Training on Multiple GPUs

Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP), March 2025

Bing-Jou Wu, Ding-Yong Hong, Pangfeng Liu, Jan-Jan Wu

王新民

A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2025), April 2025

Ryandhimas E. Zezario, Sabato M. Siniscalchi, Hsin-Min Wang, and Yu Tsao

王新民

Channel-Aware Domain-Adaptive Generative Adversarial Network for Robust Speech Recognition

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2025), April 2025

Chien-Chun Wang, Li-Wei Chen, Cheng-Kang Chou, Hung-Shin Lee, Berlin Chen, and Hsin-Min Wang

王新民

Leveraging Joint Spectral and Spatial Learning with MAMBA for Multichannel Speech Enhancement

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2025), April 2025

Wenze Ren, Haibin Wu, Yi-Cheng Lin, Xuanjun Chen, Rong Chao, Kuo-Hsuan Hung, You-Jin Li, Wen-Yuan Ting, Hsin-Min Wang, and Yu Tsao

林仲彥

Interpretation of Machine Learning-Based Prediction Models and Functional Metagenomic Approach to Identify Critical Genes in HBCD Degradation

Journal of Hazardous Materials, March 2025

Yu-Jie Lin, Ping-Heng Hsieh, Chun-Chia Mao, Yang-Hsin Shih, Shu-Hwa Chen, Chung-Yen Lin

黃瀚萱

Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent

The 39th Annual AAAI Conference on Artificial Intelligence (AAAI), February 2025

Yu-Chuan Chen, Hen-Hsen Huang

劉庭祿

Multimodal Promptable Token Merging for Diffusion Models

The 39th Annual AAAI Conference on Artificial Intelligence, February 2025

Cheng-Yao Hong and Tyng-Luh Liu

劉庭祿

SLIP: Spoof-aware One-class Face Anti-Spoofing with Language Image Pretraining

The 39th Annual AAAI Conference on Artificial Intelligence, February 2025

Pei-Kai Huang, Jun-Xiong Chong, Cheng-Hsuan Chiang, Tzu-Hsien Chen, Tyng-Luh Liu and Chiou-Ting Hsu

劉庭祿

Tracking Everything Everywhere across Multiple Cameras

The 39th Annual AAAI Conference on Artificial Intelligence, February 2025

Li-Heng Wang, YuJu Cheng and Tyng-Luh Liu

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[暑期實習生專屬場] 我如何挑選題目並加以執行

講者廖弘源 博士, 中央研究院資訊科學研究所

時間2025-07-07 (Mon.) 10:30 ~ 11:30

地點資訊所新館106演講廳

備註(更改日期)

9
July

學術演講

Three Unintuitive Facts about Distances on Planar Graphs (以英文演講)

講者Hsien-Chih Chang 教授, Department of Computer Science, Dartmouth College, USA

時間2025-07-09 (Wed.) 10:00 ~ 12:00

地點資訊所新館106演講廳

10
July

學術演講

Hiding, Shuffling, and Cycle Finding: Quantum Algorithms on Edge Lists

講者Amin Shiraz Gilani 先生, 美國馬里蘭大學

時間2025-07-10 (Thu.) 10:15 ~ 12:15

地點資訊所新館101演講廳

25
August

卓越演講

[DLS2025-4]Scaling Formal Verification for Real System Software (以英文演講)

講者紀懷新 博士, Google DeepMind

時間2025-08-25 (Mon.) 10:00 ~ 12:00

地點資訊所新館106演講廳